Gaussian Mixture Regression model with logistic weights, a penalized maximum likelihood approach

Lucie Montuelle, Erwan Le Pennec, Serge Cohen

We wish to estimate conditional density using Gaussian Mixture Regression model with logistic weights and means depending on the covariate. We aim at selecting the number of compon…